English

Secure Determinant Codes for Distributed Storage Systems

Information Theory 2023-01-02 v2 Cryptography and Security Distributed, Parallel, and Cluster Computing Networking and Internet Architecture math.IT

Abstract

The information-theoretic secure exact-repair regenerating codes for distributed storage systems (DSSs) with parameters (n,k=d,d,)(n,k=d,d,\ell) are studied in this paper. We consider distributed storage systems with nn nodes, in which the original data can be recovered from any subset of k=dk=d nodes, and the content of any node can be retrieved from those of any dd helper nodes. Moreover, we consider two secrecy constraints, namely, Type-I, where the message remains secure against an eavesdropper with access to the content of any subset of up to \ell nodes, and Type-II, in which the message remains secure against an eavesdropper who can observe the incoming repair data from all possible nodes to a fixed but unknown subset of up to \ell compromised nodes. Two classes of secure determinant codes are proposed for Type-I and Type-II secrecy constraints. Each proposed code can be designed for a range of per-node storage capacity and repair bandwidth for any system parameters. They lead to two achievable secrecy trade-offs, for Type-I and Type-II security.

Keywords

Cite

@article{arxiv.2201.00313,
  title  = {Secure Determinant Codes for Distributed Storage Systems},
  author = {Adel Elmahdy and Michelle Kleckler and Soheil Mohajer},
  journal= {arXiv preprint arXiv:2201.00313},
  year   = {2023}
}

Comments

22 pages, 8 figures. The first two authors contributed equally to this work. Accepted for publication at IEEE Transactions on Information Theory